Unified Framework for Training Point Selection and Error Estimation for Surrogate Models
Author:
Affiliation:
1. Department of Mechanical and Aerospace Engineering, University of Dayton, Dayton, Ohio 45469
Publisher
American Institute of Aeronautics and Astronautics (AIAA)
Subject
Aerospace Engineering
Link
http://arc.aiaa.org/doi/pdf/10.2514/1.J053064
Reference63 articles.
1. Uniform Design: Theory and Application
2. The Monte Carlo Method
3. A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code
4. XiuD., Numerical Methods for Stochastic Computations: A Spectral Method Approach, Princeton Univ. Press, Princeton, NJ, 2010, pp. 57–87.
5. Spectral Expansions
Cited by 28 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Semi-Intrusive Stochastic Galerkin Finite Element Method for Adjoint-Based Optimization Under Uncertainty;Journal of Aerospace Information Systems;2024-09
2. Uncertainty Quantification of Vibroacoustics with Deep Neural Networks and Catmull–Clark Subdivision Surfaces;Shock and Vibration;2024-02-10
3. Multi-Fidelity Sparse Polynomial Chaos Surrogate Models Applied to the UQ Challenge Problem;AIAA SCITECH 2024 Forum;2024-01-04
4. Multi-Fidelity Kriging and Sparse Polynomial Chaos Surrogate Models for Uncertainty Quantification;AIAA SCITECH 2023 Forum;2023-01-19
5. Selection of Surrogate Models with Metafeatures;SAE Technical Paper Series;2022-03-29
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3